DEVELOPMENT... OpenML
Run
35213

Run 35213

Task 3946 (Supervised Classification) KDDCup09_churn Uploaded 23-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I80
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.546
Per class
Build CPU time
18525.5441
Build memory
1726118962.4
F measure
0.8912
Per class
KB relative information score
-1071.9927
Mean absolute error
0.1357
Mean prior absolute error
0.1361
Number of instances
50000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8585
Per class
Predictive accuracy
0.9266
Prior entropy
0.3787
Recall
0.9266
Per class
Relative absolute error
0.9972
Root mean prior squared error
0.2609
Root mean squared error
0.2604
Root relative squared error
0.9981
SciMark benchmark
943.4366